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Record W4417416092 · doi:10.55976/rppe.4202614201-12

Raising young children in multilingual Montreal: Chinese-Canadian parents' language choices and storybook reading style

2025· article· W4417416092 on OpenAlexaffabout
Wei Mao, Diane Pesco

Bibliographic record

VenueResearch on Preschool and Primary Education · 2025
Typearticle
Language
FieldPsychology
TopicReading and Literacy Development
Canadian institutionsConcordia University
FundersTowson University
KeywordsReading (process)Style (visual arts)VocabularyDialogicTactLanguage acquisitionReading comprehensionShared readingFirst language

Abstract

fetched live from OpenAlex

Despite growing research on parent-child storybook reading in bilingual contexts, little is known about the reading styles that bi- or multilingual parents, particularly immigrant parents, employ with their children, and how these practices vary depending on the language of the book. This laboratory-based observational study examined how Chinese-Canadian parents living in a multilingual environment interact with their young child to support language learning during storybook reading. Thirty parent-preschooler dyads living in Montreal, Quebec where French is the dominant language and English is also widely spoken, participated. Parents were observed sharing a storybook with their child with a Chinese book and a French or an English book, depending on parental choice. The results showed that when reading either a French or an English book, parents used significantly more dialogic talk than when reading the Chinese book. Specifically, parents asked more literal questions to assess whether their child understood the vocabulary and text or to teach vocabulary. In both conditions, parents asked few inferential and distancing questions that place higher cognitive demands on children but are important to story comprehension and foster their engagement with reading. Results also revealed that parents and children preferred to interact in Chinese even when reading a French or an English book. The findings could guide interventions with immigrant families to optimize parental support of language learning in bilingual and multilingual contexts and promote positive experiences for both parents and their child.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.052
Threshold uncertainty score0.105

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.001
Scholarly communication0.0020.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.023
GPT teacher head0.395
Teacher spread0.372 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes2
Has abstractyes

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